Complete Input Values Table at Bottom

red lines/numbers - centers of distributions

black lines/numbers - range for 80% of the data

Mold

2 pt 5 base front

Input

back_pressure

Data Summary & Analysis
 proportion of data use:  99.98 %    n:  4628    avg:  956.22    sd:  281.95     max:  1197.47   min:  369.89    range:  827.58      outliers:  1 
 mode  1 :   1158  -->  captures  66.42 % of the data 
 mode  2 :   596  -->  captures  33.58 % of the data

80 % of the data is between the values of 607 and 1170 . back_pressure input range for 2 pt 5 base front should be at minimum: ( 607 - 1170 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

injection_integral

Data Summary & Analysis
 proportion of data use:  99.83 %    n:  4621    avg:  965.07    sd:  180.03     max:  1261.45   min:  26.73     range:  1234.72     outliers:  8 
 mode  1 :   776  -->  captures  46.16 % of the data 
 mode  2 :   1163  -->  captures  52.73 % of the data

80 % of the data is between the values of 763 and 1168 . injection_integral input range for 2 pt 5 base front should be at minimum: ( 763 - 1168 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

sequence_time

Data Summary & Analysis
 proportion of data use:  98.31 %    n:  4551    avg:  46.23     sd:  3.59   max:  60.21     min:  32.03     range:  28.17   outliers:  78 
 mode  1 :   45  -->  captures  49.95 % of the data 
 mode  2 :   48  -->  captures  43.45 % of the data

80 % of the data is between the values of 42 and 51 . sequence_time input range for 2 pt 5 base front should be at minimum: ( 42 - 51 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

2 pt 5 base rear

Input

back_pressure

Data Summary & Analysis
 proportion of data use:  95.37 %    n:  9941    avg:  1061.67   sd:  168.17     max:  1186.75   min:  509.23    range:  677.53      outliers:  483 
 mode  1 :   1115  -->  captures  47.46 % of the data 
 mode  2 :   1108  -->  captures  21.86 % of the data 
 mode  3 :   1146  -->  captures  21.38 % of the data

80 % of the data is between the values of 1107 and 1147 . back_pressure input range for 2 pt 5 base rear should be at minimum: ( 1107 - 1147 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

injection_integral

Data Summary & Analysis
 proportion of data use:  99.71 %    n:  10394   avg:  902   sd:  92.09      max:  1416.71   min:  134.41    range:  1282.3      outliers:  30 
 mode  1 :   955  -->  captures  49.25 % of the data 
 mode  2 :   833  -->  captures  42.38 % of the data

80 % of the data is between the values of 792 and 975 . injection_integral input range for 2 pt 5 base rear should be at minimum: ( 792 - 975 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

sequence_time

Data Summary & Analysis
 proportion of data use:  98.97 %    n:  10317   avg:  39.96     sd:  3.69   max:  54.13     min:  26.97     range:  27.16   outliers:  107 
 mode  1 :   41  -->  captures  47.9 % of the data 
 mode  2 :   40  -->  captures  47.65 % of the data

80 % of the data is between the values of 35 and 44 . sequence_time input range for 2 pt 5 base rear should be at minimum: ( 35 - 44 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

2 pt 5 pallet front

Input

back_pressure

Data Summary & Analysis
 proportion of data use:  95.21 %    n:  10829   avg:  431.91    sd:  174.42     max:  1115.58   min:  0     range:  1115.58     outliers:  545 
 mode  1 :   401  -->  captures  25.52 % of the data 
 mode  2 :   370  -->  captures  24.72 % of the data 
 mode  3 :   338  -->  captures  24.67 % of the data 
 mode  4 :   453  -->  captures  12.21 % of the data

80 % of the data is between the values of 330 and 457 . back_pressure input range for 2 pt 5 pallet front should be at minimum: ( 330 - 457 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

injection_integral

Data Summary & Analysis
 proportion of data use:  96.91 %    n:  11022   avg:  9560.52   sd:  2229.62    max:  12745.16      min:  866.8     range:  11878.36    outliers:  352 
 mode  1 :   10250  -->  captures  54.93 % of the data 
 mode  2 :   8379  -->  captures  11.28 % of the data 
 mode  3 :   11394  -->  captures  10.58 % of the data

80 % of the data is between the values of 8288 and 12532 . injection_integral input range for 2 pt 5 pallet front should be at minimum: ( 8288 - 12532 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

sequence_time

Data Summary & Analysis
 proportion of data use:  95.26 %    n:  10835   avg:  64.33     sd:  14.82      max:  117.97    min:  0.66      range:  117.31      outliers:  539 
 mode  1 :   64  -->  captures  64.35 % of the data 
 mode  2 :   83  -->  captures  23.6 % of the data 
 mode  3 :   38  -->  captures  10.53 % of the data

80 % of the data is between the values of 53 and 87 . sequence_time input range for 2 pt 5 pallet front should be at minimum: ( 53 - 87 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

2 pt 5 pallet rear

Input

back_pressure

Data Summary & Analysis
 proportion of data use:  99.96 %    n:  28973   avg:  843.18    sd:  346.78     max:  1195.6    min:  0     range:  1195.6      outliers:  12 
 mode  1 :   1113  -->  captures  58.01 % of the data 
 mode  2 :   363  -->  captures  33.59 % of the data

The first 34% of the data is in a completely distribution than the rest of the data. Therefore if we calculate the 80% range with the remaining-more-fitting data. 80% of that data is between the values of 1095 and 1131 . back_pressure input range for 2 pt 5 pallet rear should be at minimum: ( 1095 - 1131 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

injection_integral

Data Summary & Analysis
 proportion of data use:  99.33 %    n:  28790   avg:  7148.09   sd:  2748.94    max:  17528.88      min:  0.1   range:  17528.77    outliers:  195 
 mode  1 :   8898  -->  captures  62.07 % of the data 
 mode  2 :   5513  -->  captures  23.21 % of the data

The first 34% of the data is in a completely distribution than the rest of the data. Therefore if we calculate the 80% range with the remaining-more-fitting data. 80% of that data is between the values of 8078 and 10081 . injection_integral input range for 2 pt 5 pallet rear should be at minimum: ( 8078 - 10081 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

sequence_time

Data Summary & Analysis
 proportion of data use:  98.42 %    n:  28526   avg:  51.22     sd:  17.56      max:  114.41    min:  -0.03     range:  114.44      outliers:  459 
 mode  1 :   60  -->  captures  54.76 % of the data 
 mode  2 :   32  -->  captures  35.95 % of the data

The first 34% of the data is in a completely distribution than the rest of the data. Therefore if we calculate the 80% range with the remaining-more-fitting data. 80% of that data is between the values of 47 and 70 . sequence_time input range for 2 pt 5 pallet rear should be at minimum: ( 47 - 70 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

Deck Caps 102

Input

back_pressure

Data Summary & Analysis
 proportion of data use:  98.6 %     n:  845     avg:  709.96    sd:  119.68     max:  933.99    min:  566.6     range:  367.39      outliers:  12 
 mode  1 :   591  -->  captures  49.56 % of the data 
 mode  2 :   828  -->  captures  50.44 % of the data

80 % of the data is between the values of 588 and 833 . back_pressure input range for Deck Caps 102 should be at minimum: ( 588 - 833 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

injection_integral

Data Summary & Analysis
 proportion of data use:  98.25 %    n:  842     avg:  112.77    sd:  49.57      max:  199.13    min:  0     range:  199.13      outliers:  15 
 mode  1 :   161  -->  captures  49.41 % of the data 
 mode  2 :   68  -->  captures  50.59 % of the data

80 % of the data is between the values of 62 and 164 . injection_integral input range for Deck Caps 102 should be at minimum: ( 62 - 164 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

sequence_time

Data Summary & Analysis
 proportion of data use:  97.67 %    n:  837     avg:  4.28      sd:  0.45   max:  7.06      min:  1.89      range:  5.17    outliers:  20 
 mode  1 :   5  -->  captures  51.05 % of the data 
 mode  2 :   4  -->  captures  44.55 % of the data

80 % of the data is between the values of 3 and 5 . sequence_time input range for Deck Caps 102 should be at minimum: ( 3 - 5 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

PF Cheese front

Input

back_pressure

Data Summary & Analysis
 proportion of data use:  94.65 %    n:  7258    avg:  1150.03   sd:  1.76   max:  1155.71   min:  1144.66   range:  11.04   outliers:  410 
 mode  1 :   1150  -->  captures  87.87 % of the data 
 mode  2 :   1154  -->  captures  12.13 % of the data

80 % of the data is between the values of 1147 and 1152 . back_pressure input range for PF Cheese front should be at minimum: ( 1147 - 1152 ). Yet, be aware that it is very likely for a large shift in the range as one one production session has occurred.

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

injection_integral

Data Summary & Analysis
 proportion of data use:  99.1 %     n:  7599    avg:  3184.52   sd:  137.8      max:  3665.16   min:  2524      range:  1141.16     outliers:  69 
 mode  1 :   3161  -->  captures  47.87 % of the data 
 mode  2 :   3091  -->  captures  25.99 % of the data 
 mode  3 :   3340  -->  captures  12.1 % of the data

80 % of the data is between the values of 3046 and 3359 . injection_integral input range for PF Cheese front should be at minimum: ( 3046 - 3359 ). Yet, be aware that it is very likely for a large shift in the range as one one production session has occurred.

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

sequence_time

Data Summary & Analysis
 proportion of data use:  94.3 %     n:  7231    avg:  40.48     sd:  4.02   max:  54.52     min:  31.6      range:  22.92   outliers:  437 
 mode  1 :   40  -->  captures  74.06 % of the data 
 mode  2 :   33  -->  captures  11.57 % of the data

80 % of the data is between the values of 38 and 47 . sequence_time input range for PF Cheese front should be at minimum: ( 38 - 47 ). Yet, be aware that it is very likely for a large shift in the range as one one production session has occurred.

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

PF Cheese rear

Input

back_pressure

Data Summary & Analysis
 proportion of data use:  95.41 %    n:  7316    avg:  1123.22   sd:  2.72   max:  1132.89   min:  1108.97   range:  23.92   outliers:  352 
 mode  1 :   1124  -->  captures  77.79 % of the data 
 mode  2 :   1127  -->  captures  11.44 % of the data 
 mode  3 :   1118  -->  captures  10.01 % of the data

80 % of the data is between the values of 1120 and 1128 . back_pressure input range for PF Cheese rear should be at minimum: ( 1120 - 1128 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

injection_integral

Data Summary & Analysis
 proportion of data use:  99.97 %    n:  7666    avg:  3682.49   sd:  187.03     max:  4036.19   min:  3384.32   range:  651.88      outliers:  2 
 mode  1 :   3504  -->  captures  44.19 % of the data 
 mode  2 :   3954  -->  captures  26.35 % of the data 
 mode  3 :   3661  -->  captures  13.73 % of the data 
 mode  4 :   3705  -->  captures  15.74 % of the data

80 % of the data is between the values of 3477 and 3951 . injection_integral input range for PF Cheese rear should be at minimum: ( 3477 - 3951 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

sequence_time

Data Summary & Analysis
 proportion of data use:  98.88 %    n:  7582    avg:  57.8      sd:  4.79   max:  74.79     min:  42.09     range:  32.7    outliers:  86 
 mode  1 :   57  -->  captures  84.26 % of the data

80 % of the data is between the values of 53 and 64 . sequence_time input range for PF Cheese rear should be at minimum: ( 53 - 64 )

Plots
Prevalence of Values

Values over Production Life

Values per Per Production Session (multiple plots)

Notes:

color key:
  dark green - ranges are accurate
  light green - ranges were adjusted
  light yellow - ranges may need adjustment (missing data)
  yellow - ranges will very likely need adjustment (not enough data yet)

2 pt 5 base front

Has 4,629 observations up until July 7, 2019 while 2 pt 5 base rear has 10,424 observations up to June 5,2023. Due to the missing data the following adjustments are recommended:

  -  back_pressure = (1107-1147) - Should be the same as 2 pt 5 rear.

  -  injection_integral ~ Likely to be within current range but narrower than current range.

  -  sequence_time ~ Likely to be lower than currant range.

2 pt 5 base rear

Good!

2 pt 5 pallet front

Has 11,374 observations up until February 14, 2022 while 2 pt 5 pallet rear has 28,985 observations up to June 5,2023. Due to the missing data the following adjustments are recommended:

 -  back_pressure = (1095-1131) - Should be the same as 2 pt 5 rear.

 -   injection_integral ~ Likely to be much lower than current range.

  -  sequence_time ~ Likely to be lower than currant range.

2 pt 5 pallet rear

Good!

Deck Caps 102

Only has 2 production sessions. There is a high chance of a shift in ranges, but the current values are best predictions for the input range.

PF Cheese front

Only has 1 production session. There is a high chance of a shift in ranges, but the current values are best predictions for the input range.

PF Cheese rear

Only has 1 production session. There is a high chance of a shift in ranges, but the current values are best predictions for the input range.

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Complete Input Values Table (calculated)
mold back_pressure injection_integral sequence_time sessions
2 pt 5 base front (1107-1147) (763-1168) (42-51) 3
2 pt 5 base rear (1107-1147) (792-975) (35-44) 9
2 pt 5 pallet front (1095-1131) (8288-12532) (53-87) 4
2 pt 5 pallet rear (1095-1131) (8078-10081) (47-70) 14
Deck Caps 102 (588-833) (62-164) (3-5) 2
PF Cheese front (1147-1152) (3046-3359) (38-47) 1
PF Cheese rear (1120-1128) (3477-3951) (53-64) 1

Potential Prediction

Ranges not completely accurate for use because input variation isn’t linear; however it gives an idea of which direction we expect the range to shift.

Comparison

2 pt 5 base front vs 2 pt 5 base rear

Setting
injection_integral

sequence_time

2 pt 5 pallet front vs 2 pt 5 pallet rear

Setting
injection_integral

sequence_time

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Complete Input Values Table (using predictions)
mold back_pressure injection_integral sequence_time sessions
2 pt 5 base front (1107-1147) (827-1059) (37-47) 3
2 pt 5 base rear (1107-1147) (792-975) (35-44) 9
2 pt 5 pallet front (1095-1131) (6142-8298) (49-60) 4
2 pt 5 pallet rear (1095-1131) (8078-10081) (47-70) 14
Deck Caps 102 (588-833) (62-164) (3-5) 2
PF Cheese front (1147-1152) (3046-3359) (38-47) 1
PF Cheese rear (1120-1128) (3477-3951) (53-64) 1